Are we talking a whole other department? Or a similar topic in the same research area? Because the latter is not that unusual - in the lab-based sciences anyway. And sometimes a change of direction happens during a project too. Maybe speak to your supervisor to discuss the changes, and the reasons for them? They may be choosing something that is better for you in the long run!